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Download [Udemy] End-To-End Machine Learning Projects&Deployment Mastery 2021 (2020)

Udemy End To End Machine Learning Projects Deployment Mastery 2021 2020

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[Udemy] End-To-End Machine Learning Projects&Deployment Mastery 2021 (2020)

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Total Size

11.9 GB

Total Files

175

Hash

2DC0F6BA40A8D228EB7FE83F1D939ACB794719C4

/Rubbish/tmp/

lock

0.0 KB

/14 Amazon Web Service(AWS) Deployment/

075 PART 1.mp4

561.9 MB

071 app-1.py

0.8 KB

071 AWS-Guide.pdf

4.7 MB

071 index.html

12.2 KB

071 Lecture Resources.html

1.0 KB

071 marriage.csv

201.8 KB

071 year-of-marriage.ipynb

32.9 KB

072 AWS Introduction.en.srt

4.0 KB

072 AWS Introduction.mp4

22.4 MB

073 Dataset.en.srt

3.6 KB

073 Dataset.mp4

24.0 MB

074 App.py File.en.srt

20.4 KB

074 App.py File.mp4

195.0 MB

075 PART 1.en.srt

66.0 KB

076 PART 2.en.srt

17.6 KB

076 PART 2.mp4

133.5 MB

/01 Introduction/

002 Set-Up-Your-Environment.pdf

40.3 KB

002 Steps.html

3.4 KB

001 Welcome.mp4

30.6 MB

001 Welcome.en.srt

5.5 KB

/02 Breast Cancer Detection Using SVM And KNN/

003 breastCancer.csv

20.1 KB

003 BreastCancerProject-1.html

899.5 KB

003 Lecture Resources.html

2.9 KB

004 Introduction.en.srt

3.9 KB

004 Introduction.mp4

44.1 MB

005 Summary Of Dataset.en.srt

10.3 KB

005 Summary Of Dataset.mp4

65.4 MB

006 Data Preprocessing.en.srt

33.3 KB

006 Data Preprocessing.mp4

167.7 MB

007 Exploratory Data Analysis (EDA).en.srt

26.7 KB

007 Exploratory Data Analysis (EDA).mp4

201.7 MB

008 Model Building.en.srt

44.4 KB

008 Model Building.mp4

269.5 MB

/03 Bank Note Analysis/

009 BankNote-Authentication-1.csv

46.4 KB

009 BankNoteAnalysisProject-1.html

3.6 MB

009 Lecture Resources.html

2.6 KB

010 Introduction.en.srt

3.8 KB

010 Introduction.mp4

36.9 MB

011 Bank Note Analysis-EDA.en.srt

29.6 KB

011 Bank Note Analysis-EDA.mp4

141.8 MB

012 Bank Note Analysis-Getting Our Dataset Ready For Model Building.en.srt

29.8 KB

012 Bank Note Analysis-Getting Our Dataset Ready For Model Building.mp4

159.6 MB

013 Model Building 1.en.srt

25.6 KB

013 Model Building 1.mp4

135.9 MB

014 Model Building 2.en.srt

24.7 KB

014 Model Building 2.mp4

131.9 MB

015 Model Building 3.en.srt

16.7 KB

015 Model Building 3.mp4

97.9 MB

external-assets-links.txt

0.1 KB

/04 Predicting Compressive Strength of Concrete-(Compare performance of 18 models)/

016 compresive-strength-concrete-2.csv

59.3 KB

016 Lecture Resources.html

3.6 KB

017 Introduction.en.srt

4.2 KB

017 Introduction.mp4

46.5 MB

018 Data Preprocessing.en.srt

17.7 KB

018 Data Preprocessing.mp4

86.7 MB

019 Exploratory Data Analysis (EDA) 1.en.srt

35.9 KB

019 Exploratory Data Analysis (EDA) 1.mp4

174.5 MB

020 Exploratory Data Analysis (EDA) 2.en.srt

22.2 KB

020 Exploratory Data Analysis (EDA) 2.mp4

129.0 MB

021 Feature Engineering.en.srt

13.4 KB

021 Feature Engineering.mp4

46.7 MB

022 Model Building 1.en.srt

63.6 KB

022 Model Building 1.mp4

265.6 MB

023 Model Building 2.en.srt

45.4 KB

023 Model Building 2.mp4

237.1 MB

external-assets-links.txt

0.1 KB

/05 Credit Card Fraud Detection-(Dealing With Data Imbalance)/

024 Introduction.en.srt

4.5 KB

024 Introduction.mp4

37.6 MB

025 Exploratory Data Analysis (EDA).en.srt

49.1 KB

025 Exploratory Data Analysis (EDA).mp4

211.1 MB

026 Model Building 1.en.srt

25.4 KB

026 Model Building 1.mp4

98.1 MB

027 Model Building 2.en.srt

32.0 KB

027 Model Building 2.mp4

194.8 MB

/06 Stock Market Clustering Using K-Means Algorithm/

028 Lecture Resources.html

1.6 KB

028 StockMarketClusteringProject-1.ipynb

0.2 KB

029 Introduction.en.srt

3.8 KB

029 Introduction.mp4

38.2 MB

030 Data Extraction And Analysis.en.srt

38.4 KB

030 Data Extraction And Analysis.mp4

193.8 MB

031 Model Building.en.srt

56.8 KB

031 Model Building.mp4

283.5 MB

/07 BigMart Sales Prediction/

032 Lecture Resources.html

1.8 KB

032 test-1.csv

527.7 KB

032 train-1.csv

869.5 KB

033 Introduction.en.srt

4.3 KB

033 Introduction.mp4

42.7 MB

034 Exploratory Data Analysis (EDA).en.srt

84.7 KB

034 Exploratory Data Analysis (EDA).mp4

401.4 MB

035 Feature Engineering, Selection And Transformation.en.srt

75.7 KB

035 Feature Engineering, Selection And Transformation.mp4

414.0 MB

036 Model Building.en.srt

24.1 KB

036 Model Building.mp4

164.4 MB

/08 Amazon Employee Access Challenge/

037 Amazon-EmployeeAceess.html

989.7 KB

037 amazontest-1.csv

0.2 KB

037 amazontrain-1.csv

2.0 MB

037 Lecture Resources.html

2.5 KB

038 Introduction.en.srt

2.9 KB

038 Introduction.mp4

29.4 MB

039 Exploratory Data Analysis (EDA).en.srt

59.3 KB

039 Exploratory Data Analysis (EDA).mp4

282.2 MB

040 Model Building 1.en.srt

32.5 KB

040 Model Building 1.mp4

199.1 MB

041 Model Building 2.en.srt

33.5 KB

041 Model Building 2.mp4

172.2 MB

/10 Streamlit Project/

042 Lecture Resources.html

2.0 KB

043 Demo.en.srt

34.3 KB

043 Demo.mp4

148.5 MB

044 Introduction to Streamlit 1.en.srt

37.6 KB

044 Introduction to Streamlit 1.mp4

174.2 MB

045 Introduction to Streamlit 2.en.srt

71.1 KB

045 Introduction to Streamlit 2.mp4

420.7 MB

046 Introduction to Streamlit 3.en.srt

38.6 KB

046 Introduction to Streamlit 3.mp4

204.8 MB

047 Building Your First Streamlit App.en.srt

95.3 KB

047 Building Your First Streamlit App.mp4

454.0 MB

048 Building Your First Streamlit App-Advance 1.en.srt

67.4 KB

048 Building Your First Streamlit App-Advance 1.mp4

343.1 MB

049 Building Your First Streamlit App-Advance 2.en.srt

35.0 KB

049 Building Your First Streamlit App-Advance 2.mp4

198.5 MB

050 Building Your First Streamlit App-Advance 3.en.srt

85.3 KB

050 Building Your First Streamlit App-Advance 3.mp4

482.8 MB

external-assets-links.txt

0.1 KB

/11 Flask Deployment/

051 Lecture Resources.html

6.0 KB

052 Flask Introduction.en.srt

6.2 KB

052 Flask Introduction.mp4

52.8 MB

053 Introduction to Dataset.en.srt

14.4 KB

053 Introduction to Dataset.mp4

80.8 MB

054 Exploratory Data Analysis (EDA).en.srt

86.1 KB

054 Exploratory Data Analysis (EDA).mp4

367.5 MB

055 Model Building.en.srt

43.7 KB

055 Model Building.mp4

221.1 MB

056 Introduction to Flask.en.srt

19.6 KB

056 Introduction to Flask.mp4

246.1 MB

057 Creating The Necessary Folders.en.srt

46.7 KB

057 Creating The Necessary Folders.mp4

186.8 MB

058 Creating Folder Contents.en.srt

30.1 KB

058 Creating Folder Contents.mp4

187.2 MB

059 Final Deployment.en.srt

34.1 KB

059 Final Deployment.mp4

213.9 MB

external-assets-links.txt

0.1 KB

/12 Heroku Deployment/

060 Lecture Resources.html

1.6 KB

061 Heroku Introduction.en.srt

9.5 KB

061 Heroku Introduction.mp4

52.1 MB

062 Exploratory Data Analysis (EDA).en.srt

26.1 KB

062 Exploratory Data Analysis (EDA).mp4

117.2 MB

063 Feature Engineering.en.srt

25.0 KB

063 Feature Engineering.mp4

108.6 MB

064 Further Data Preparation.en.srt

35.0 KB

064 Further Data Preparation.mp4

195.7 MB

065 Model Building And Hyperparameter Tuning.en.srt

38.5 KB

065 Model Building And Hyperparameter Tuning.mp4

176.7 MB

066 Heroku Deployment 1.en.srt

50.1 KB

066 Heroku Deployment 1.mp4

301.1 MB

067 Heroku Deployment 2.en.srt

17.9 KB

067 Heroku Deployment 2.mp4

94.0 MB

external-assets-links.txt

0.1 KB

/13 Google Cloud Deployment/

068 app.yaml

0.0 KB

068 google-cloud-guide.pdf

2.6 MB

068 Lecture Resources.html

1.6 KB

068 main.py

10.3 KB

068 model.pkl

1.0 KB

068 requirements.txt

0.3 KB

069 Google Cloud Introduction.en.srt

2.4 KB

069 Google Cloud Introduction.mp4

11.5 MB

070 GCP Deployment Lesson.en.srt

66.9 KB

070 GCP Deployment Lesson.mp4

478.9 MB

external-assets-links.txt

0.1 KB

/15 Microsoft Azure Deployment/

077 Lecture Resources.html

1.0 KB

077 TDS-Microsoft-Azure-Deployment.pdf

2.3 MB

078 Azure Deployment.en.srt

38.5 KB

078 Azure Deployment.mp4

224.2 MB

external-assets-links.txt

0.1 KB

/16 Final Project/

079 Introduction.html

1.4 KB

 

Total files 175


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